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Group membership prediction when known groups consist of unknown subgroups: a Monte Carlo comparison of methods

Classification using standard statistical methods such as linear discriminant analysis (LDA) or logistic regression (LR) presume knowledge of group membership prior to the development of an algorithm for prediction. However, in many real world applications members of the same nominal group, might in...

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Detalles Bibliográficos
Autores principales: Finch, W. Holmes, Bolin, Jocelyn H., Kelley, Ken
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033219/
https://www.ncbi.nlm.nih.gov/pubmed/24904445
http://dx.doi.org/10.3389/fpsyg.2014.00337